AI-Native Network with Clean–Impaired Semantic Preservation for Robust Semantic Communications in Space
Semantic communication offers a method for task-oriented information delivery in artificial intelligence (AI)-enabled space networks, but compact semantic representations remain vulnerable to fading, noise, and structured corruption during transmission. This work proposes Clean–Impaired Semantic Preservation for Robust...